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100 results for "automated sleep classification" · page 9 of 10 · ranked by relevance

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Has HED annotation
Has data quality Phase 3

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Channel density Soon Electrode system Soon

Filtering by channel count and cap type arrives with catalog metadata (nemar-cli#854).

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nm000313
Mainsah et al. 2025 — bigP3BCI: An Open, Diverse and Machine Learning Ready P300-based Brain-Computer Interface Dataset (Study S2)

EEG

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000313-blue…

Participants

24

Size

1.11 GB

Version

v1.0.1

Updated

Jun 3, 2026

by Boyla Mainsah et al.
nm000121
Oikonomou2016 – SSVEP MAMEM 3 dataset

EEG

…feature extraction, feature selection and classification. The dataset consists of 256-channel…

Participants

11

Citations

39

Size

119 MB

Version

v1.0.0

Updated

May 16, 2026

by Vangelis P. Oikonomou et al.
nm000277
Mainsah et al. 2025 — bigP3BCI: An Open, Diverse and Machine Learning Ready P300-based Brain-Computer Interface Dataset (Study G)

EEG

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000277-blue…

Participants

20

Size

327 MB

Version

v1.0.1

Updated

Jun 3, 2026

by Boyla Mainsah et al.
nm000274
BEETL Competition 2021 Motor Imagery Dataset B — transfer learning benchmark

EEG

…adaptation algorithms for motor imagery classification. ## Dataset Summary | Property | Value | |---|---| | Subjects | 2…

Participants

2

Size

31.3 MB

Updated

Jun 23, 2026

by Xiaoxi Wei et al.
nm000106
FRL Handwriting: Handwriting Decoding from Surface Electromyography

EMG

…training participants): - Offline CER: >90% classification accuracy on held-out participants - Online…

Participants

100

Size

75.5 GB

Version

v2.0.0

Updated

May 16, 2026

by Patrick Kaifosh et al.
nm000142
Ear-EEG motor execution dataset from Wu et al 2020

EEG

…An investigation of in-ear sensing for motor task classification. Journal of…

Participants

6

Citations

10

Size

4.93 GB

Version

v1.0.0

Updated

May 16, 2026

by Xiaoli Wu et al.
nm000223
Electric light control experiment (15 subjects, 4 classes, 31 EEG ch)

EEG

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000223-blue…

Participants

15

Citations

8

Size

628 MB

Version

v1.0.0

Updated

Jun 3, 2026

by Jongmin Lee et al.
nm000213
Television control experiment (30 subjects, 4 classes, 31 EEG ch)

EEG

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000213-blue…

Participants

30

Citations

8

Size

1.40 GB

Version

v1.0.0

Updated

Jun 3, 2026

by Jongmin Lee et al.
nm000345
CastillosBurstVEP40

EEG

…Burst c-VEP based BCI study optimizing stimulus design for enhanced classification…

Participants

12

Citations

20

Size

142 MB

Version

v1.0.0

Updated

Jun 3, 2026

by Kalou Cabrera Castillos et al.
nm000222
Air conditioner control experiment (10 subjects, 4 classes, 25 EEG ch)

EEG

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000222-blue…

Participants

10

Citations

9

Size

413 MB

Version

v1.0.0

Updated

Jun 3, 2026

by Jongmin Lee et al.